FORGETTING

作品数:47被引量:38H指数:3
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相关领域:自动化与计算机技术更多>>
相关作者:平萍贾敏郭海燕石乐波杨炤宇更多>>
相关机构:对外经济贸易大学安庆师范大学浙江海洋大学首钢工学院更多>>
相关期刊:《The Journal of China Universities of Posts and Telecommunications》《Journal of Literature and Art Studies》《Science China Mathematics》《商业故事》更多>>
相关基金:国家自然科学基金国家重点基础研究发展计划中国博士后科学基金更多>>
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  • 期刊=IEEE/CAA Journal of Automatica Sinicax
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Squeezing More Past Knowledge for Online Class-Incremental Continual Learning被引量:1
《IEEE/CAA Journal of Automatica Sinica》2023年第3期722-736,共15页Da Yu Mingyi Zhang Mantian Li Fusheng Zha Junge Zhang Lining Sun Kaiqi Huang 
supported in part by the National Natura Science Foundation of China(U2013602,61876181,51521003);the Nationa Key R&D Program of China(2020YFB13134);Shenzhen Science and Technology Research and Development Foundation(JCYJ20190813171009236);Beijing Nova Program of Science and Technology(Z191100001119043);the Youth Innovation Promotion Association,Chinese Academy of Sciences。
Continual learning(CL)studies the problem of learning to accumulate knowledge over time from a stream of data.A crucial challenge is that neural networks suffer from performance degradation on previously seen data,kno...
关键词:Catastrophic forgetting class-incremental learning continual learning(CL) experience replay 
Recursive Least Squares Identification With Variable-Direction Forgetting via Oblique Projection Decomposition被引量:3
《IEEE/CAA Journal of Automatica Sinica》2022年第3期547-555,共9页Kun Zhu Chengpu Yu Yiming Wan 
supported by the National Natural Science Foundation of China(61803163,61991414,61873301)。
In this paper,a new recursive least squares(RLS)identification algorithm with variable-direction forgetting(VDF)is proposed for multi-output systems.The objective is to enhance parameter estimation performance under n...
关键词:Non-persistent excitation oblique projection recursive least squares(RLS) variable-direction forgetting(VDF) 
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